Marked point processes with simple and complex shape objects for cell nuclei extraction from breast cancer H&E images.
Christophe AvenelMaria S. KulikovaPublished in: Medical Imaging: Digital Pathology (2013)
Keyphrases
- breast cancer
- marked point processes
- cell nuclei
- remote sensing images
- microscope images
- early detection
- input image
- image data
- three dimensional
- nonrigid registration
- automated analysis
- ground truth
- low contrast
- quantitative analysis
- computer vision
- segmentation method
- quantitative evaluation
- logistic regression
- automated detection
- image registration
- microscopy images
- shape model
- multispectral
- shape variations
- cancer diagnosis
- image analysis
- multiscale
- feature selection